Statistical topological data analysis using persistence landscapes. P Bubenik J. Mach. Learn. Res. 16 (1), 77-102, 2015 | 1024 | 2015 |
Categorification of persistent homology P Bubenik, JA Scott Discrete & Computational Geometry 51 (3), 600-627, 2014 | 249 | 2014 |
Metrics for generalized persistence modules P Bubenik, V De Silva, J Scott Foundations of Computational Mathematics 15, 1501-1531, 2015 | 182 | 2015 |
A persistence landscapes toolbox for topological statistics P Bubenik, P Dłotko Journal of Symbolic Computation 78, 91-114, 2017 | 167 | 2017 |
Persistence diagrams of cortical surface data MK Chung, P Bubenik, PT Kim International Conference on Information Processing in Medical Imaging, 386-397, 2009 | 164 | 2009 |
Using persistent homology and dynamical distances to analyze protein binding V Kovacev-Nikolic, P Bubenik, D Nikolić, G Heo Statistical applications in genetics and molecular biology 15 (1), 19-38, 2016 | 146 | 2016 |
A statistical approach to persistent homology P Bubenik, PT Kim Homology, homotopy and Applications 9 (2), 337-362, 2007 | 133 | 2007 |
The persistence landscape and some of its properties P Bubenik Topological Data Analysis: The Abel Symposium 2018, 97-117, 2020 | 71 | 2020 |
Min-type Morse theory for configuration spaces of hard spheres Y Baryshnikov, P Bubenik, M Kahle International Mathematics Research Notices 2014 (9), 2577-2592, 2014 | 68 | 2014 |
Persistent homology detects curvature P Bubenik, M Hull, D Patel, B Whittle Inverse Problems 36 (2), 025008, 2020 | 64 | 2020 |
Statistical topology via Morse theory persistence and nonparametric estimation P Bubenik, G Carlsson, PT Kim, ZM Luo Algebraic methods in statistics and probability II 516, 75-92, 2010 | 64 | 2010 |
Topological spaces of persistence modules and their properties P Bubenik, T Vergili Journal of Applied and Computational Topology 2 (3), 233-269, 2018 | 49 | 2018 |
Homological algebra for persistence modules P Bubenik, N Milićević Foundations of Computational Mathematics 21 (5), 1233-1278, 2021 | 47 | 2021 |
Embeddings of persistence diagrams into Hilbert spaces P Bubenik, A Wagner Journal of Applied and Computational Topology 4 (3), 339-351, 2020 | 42 | 2020 |
Topological data analysis for object data V Patrangenaru, P Bubenik, RL Paige, D Osborne arXiv preprint arXiv:1804.10255, 2018 | 27* | 2018 |
Exact weights, path metrics, and algebraic Wasserstein distances P Bubenik, J Scott, D Stanley Journal of Applied and Computational Topology 7 (2), 185-219, 2023 | 23* | 2023 |
Graded persistence diagrams and persistence landscapes L Betthauser, P Bubenik, PB Edwards Discrete & Computational Geometry 67 (1), 203-230, 2022 | 21 | 2022 |
Interleaving and gromov-hausdorff distance P Bubenik, V De Silva, J Scott arXiv preprint arXiv:1707.06288, 2017 | 21 | 2017 |
Higher interpolation and extension for persistence modules P Bubenik, V de Silva, V Nanda SIAM Journal on Applied Algebra and Geometry 1 (1), 272-284, 2017 | 21 | 2017 |
A model category for local po-spaces P Bubenik, K Worytkiewicz arXiv preprint math/0506352, 2005 | 21 | 2005 |